Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 110 |
| Missing cells | 116 |
| Missing cells (%) | 3.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 22.8 KiB |
| Average record size in memory | 212.4 B |
Variable types
| NUM | 23 |
|---|---|
| CAT | 4 |
totalvariablecosts_gbpperkgcarc is highly correlated with feed_gbpperkgcarc and 1 other fields | High correlation |
feed_gbpperkgcarc is highly correlated with totalvariablecosts_gbpperkgcarc | High correlation |
totalfixedcosts_gbpperkgcarc is highly correlated with depreciationandfinance_gbpperkgcarc | High correlation |
depreciationandfinance_gbpperkgcarc is highly correlated with totalfixedcosts_gbpperkgcarc | High correlation |
total_gbpperkgcarc is highly correlated with totalvariablecosts_gbpperkgcarc | High correlation |
averagefarmfeedprice_europertonne is highly correlated with finisher_europertonne | High correlation |
finisher_europertonne is highly correlated with averagefarmfeedprice_europertonne | High correlation |
pigsrearedsowyear is highly correlated with pigsweanedsowyear and 1 other fields | High correlation |
pigsweanedsowyear is highly correlated with pigsrearedsowyear and 1 other fields | High correlation |
pigssoldsowyear is highly correlated with pigsweanedsowyear and 1 other fields | High correlation |
averagecarcaseweightcoldkg is highly correlated with averageliveweightatslaughterkg | High correlation |
averageliveweightatslaughterkg is highly correlated with averagecarcaseweightcoldkg | High correlation |
country is highly correlated with country_upcase | High correlation |
country_upcase is highly correlated with country | High correlation |
feed_gbpperkgcarc has 2 (1.8%) missing values | Missing |
othervariablecosts_gbpperkgcarc has 2 (1.8%) missing values | Missing |
totalvariablecosts_gbpperkgcarc has 2 (1.8%) missing values | Missing |
labour_gbpperkgcarc has 2 (1.8%) missing values | Missing |
depreciationandfinance_gbpperkgcarc has 2 (1.8%) missing values | Missing |
totalfixedcosts_gbpperkgcarc has 2 (1.8%) missing values | Missing |
total_gbpperkgcarc has 2 (1.8%) missing values | Missing |
sow_europertonne has 19 (17.3%) missing values | Missing |
rearer_europertonne has 19 (17.3%) missing values | Missing |
finisher_europertonne has 19 (17.3%) missing values | Missing |
averagefarmfeedprice_europertonne has 19 (17.3%) missing values | Missing |
_merge_1 has 2 (1.8%) missing values | Missing |
pigsweanedsowyear has 2 (1.8%) missing values | Missing |
pigsrearedsowyear has 2 (1.8%) missing values | Missing |
pigssoldsowyear has 2 (1.8%) missing values | Missing |
litterssowyear has 2 (1.8%) missing values | Missing |
rearingmortality has 2 (1.8%) missing values | Missing |
finishingmortality has 2 (1.8%) missing values | Missing |
finishingdailyliveweightgaingday has 2 (1.8%) missing values | Missing |
finishingfeedconversionratio has 2 (1.8%) missing values | Missing |
averageliveweightatslaughterkg has 2 (1.8%) missing values | Missing |
averagecarcaseweightcoldkg has 2 (1.8%) missing values | Missing |
carcasemeatproductionsowyearkg has 2 (1.8%) missing values | Missing |
country has 2 (1.8%) missing values | Missing |
country_upcase is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2022-05-09 21:12:39.487118 |
|---|---|
| Analysis finished | 2022-05-09 21:14:20.613407 |
| Duration | 1 minute and 41.13 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 46 |
|---|---|
| Distinct (%) | 42.6% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7797222222 |
|---|---|
| Minimum | 0.46 |
| Maximum | 1.12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 0.46 |
|---|---|
| 5-th percentile | 0.59 |
| Q1 | 0.69 |
| median | 0.785 |
| Q3 | 0.87 |
| 95-th percentile | 0.98 |
| Maximum | 1.12 |
| Range | 0.66 |
| Interquartile range (IQR) | 0.18 |
Descriptive statistics
| Standard deviation | 0.1258649204 |
|---|---|
| Coefficient of variation (CV) | 0.1614227693 |
| Kurtosis | 0.1063259916 |
| Mean | 0.7797222222 |
| Median Absolute Deviation (MAD) | 0.085 |
| Skewness | 0.2469875001 |
| Sum | 84.21 |
| Variance | 0.01584197819 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.8 | 12 | 10.9% | |
| 0.75 | 8 | 7.3% | |
| 0.87 | 6 | 5.5% | |
| 0.69 | 5 | 4.5% | |
| 0.83 | 4 | 3.6% | |
| 0.7 | 3 | 2.7% | |
| 0.77 | 3 | 2.7% | |
| 0.89 | 3 | 2.7% | |
| 0.84 | 3 | 2.7% | |
| 0.67 | 3 | 2.7% | |
| Other values (36) | 58 | 52.7% |
| Value | Count | Frequency (%) | |
| 0.46 | 1 | 0.9% | |
| 0.54 | 1 | 0.9% | |
| 0.56 | 1 | 0.9% | |
| 0.57 | 1 | 0.9% | |
| 0.58 | 1 | 0.9% |
| Value | Count | Frequency (%) | |
| 1.12 | 1 | 0.9% | |
| 1.11 | 1 | 0.9% | |
| 1.07 | 1 | 0.9% | |
| 1.06 | 1 | 0.9% | |
| 0.99 | 1 | 0.9% |
| Distinct | 27 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2012037037 |
|---|---|
| Minimum | 0.07 |
| Maximum | 0.35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.1035 |
| Q1 | 0.1675 |
| median | 0.21 |
| Q3 | 0.2325 |
| 95-th percentile | 0.3065 |
| Maximum | 0.35 |
| Range | 0.28 |
| Interquartile range (IQR) | 0.065 |
Descriptive statistics
| Standard deviation | 0.06132063111 |
|---|---|
| Coefficient of variation (CV) | 0.3047688983 |
| Kurtosis | -0.2927646076 |
| Mean | 0.2012037037 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | 0.06615320413 |
| Sum | 21.73 |
| Variance | 0.003760219799 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.22 | 16 | 14.5% | |
| 0.19 | 9 | 8.2% | |
| 0.23 | 9 | 8.2% | |
| 0.24 | 8 | 7.3% | |
| 0.18 | 7 | 6.4% | |
| 0.12 | 6 | 5.5% | |
| 0.13 | 5 | 4.5% | |
| 0.11 | 5 | 4.5% | |
| 0.27 | 5 | 4.5% | |
| 0.17 | 5 | 4.5% | |
| Other values (17) | 33 | 30.0% |
| Value | Count | Frequency (%) | |
| 0.07 | 1 | 0.9% | |
| 0.08 | 1 | 0.9% | |
| 0.09 | 1 | 0.9% | |
| 0.1 | 3 | 2.7% | |
| 0.11 | 5 | 4.5% |
| Value | Count | Frequency (%) | |
| 0.35 | 1 | 0.9% | |
| 0.34 | 1 | 0.9% | |
| 0.33 | 1 | 0.9% | |
| 0.32 | 2 | 1.8% | |
| 0.31 | 1 | 0.9% |
| Distinct | 52 |
|---|---|
| Distinct (%) | 48.1% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9802777778 |
|---|---|
| Minimum | 0.57 |
| Maximum | 1.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 0.57 |
|---|---|
| 5-th percentile | 0.71 |
| Q1 | 0.85 |
| median | 1 |
| Q3 | 1.09 |
| 95-th percentile | 1.226 |
| Maximum | 1.33 |
| Range | 0.76 |
| Interquartile range (IQR) | 0.24 |
Descriptive statistics
| Standard deviation | 0.160376067 |
|---|---|
| Coefficient of variation (CV) | 0.1636026753 |
| Kurtosis | -0.4126372361 |
| Mean | 0.9802777778 |
| Median Absolute Deviation (MAD) | 0.11 |
| Skewness | -0.2188625576 |
| Sum | 105.87 |
| Variance | 0.02572048287 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.12 | 6 | 5.5% | |
| 0.85 | 5 | 4.5% | |
| 1.02 | 5 | 4.5% | |
| 0.98 | 5 | 4.5% | |
| 1.09 | 5 | 4.5% | |
| 1.05 | 4 | 3.6% | |
| 1.07 | 4 | 3.6% | |
| 0.73 | 3 | 2.7% | |
| 1.11 | 3 | 2.7% | |
| 0.97 | 3 | 2.7% | |
| Other values (42) | 65 | 59.1% |
| Value | Count | Frequency (%) | |
| 0.57 | 1 | 0.9% | |
| 0.65 | 1 | 0.9% | |
| 0.68 | 1 | 0.9% | |
| 0.69 | 1 | 0.9% | |
| 0.7 | 1 | 0.9% |
| Value | Count | Frequency (%) | |
| 1.33 | 2 | 1.8% | |
| 1.29 | 1 | 0.9% | |
| 1.28 | 1 | 0.9% | |
| 1.24 | 2 | 1.8% | |
| 1.2 | 1 | 0.9% |
| Distinct | 14 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1119444444 |
|---|---|
| Minimum | 0.03 |
| Maximum | 0.16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 0.03 |
|---|---|
| 5-th percentile | 0.05 |
| Q1 | 0.0975 |
| median | 0.12 |
| Q3 | 0.13 |
| 95-th percentile | 0.15 |
| Maximum | 0.16 |
| Range | 0.13 |
| Interquartile range (IQR) | 0.0325 |
Descriptive statistics
| Standard deviation | 0.0329388653 |
|---|---|
| Coefficient of variation (CV) | 0.2942429655 |
| Kurtosis | -0.1976829479 |
| Mean | 0.1119444444 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | -0.8065289606 |
| Sum | 12.09 |
| Variance | 0.001084968847 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.13 | 21 | 19.1% | |
| 0.12 | 20 | 18.2% | |
| 0.15 | 13 | 11.8% | |
| 0.1 | 8 | 7.3% | |
| 0.11 | 8 | 7.3% | |
| 0.14 | 7 | 6.4% | |
| 0.09 | 6 | 5.5% | |
| 0.05 | 6 | 5.5% | |
| 0.06 | 6 | 5.5% | |
| 0.16 | 4 | 3.6% | |
| Other values (4) | 9 | 8.2% |
| Value | Count | Frequency (%) | |
| 0.03 | 2 | 1.8% | |
| 0.04 | 2 | 1.8% | |
| 0.05 | 6 | 5.5% | |
| 0.06 | 6 | 5.5% | |
| 0.07 | 3 | 2.7% |
| Value | Count | Frequency (%) | |
| 0.16 | 4 | 3.6% | |
| 0.15 | 13 | 11.8% | |
| 0.14 | 7 | 6.4% | |
| 0.13 | 21 | 19.1% | |
| 0.12 | 20 | 18.2% |
| Distinct | 24 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1749074074 |
|---|---|
| Minimum | 0.07 |
| Maximum | 0.32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.09 |
| Q1 | 0.12 |
| median | 0.17 |
| Q3 | 0.2025 |
| 95-th percentile | 0.29 |
| Maximum | 0.32 |
| Range | 0.25 |
| Interquartile range (IQR) | 0.0825 |
Descriptive statistics
| Standard deviation | 0.05983615277 |
|---|---|
| Coefficient of variation (CV) | 0.3421018793 |
| Kurtosis | -0.1600883503 |
| Mean | 0.1749074074 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | 0.4468782302 |
| Sum | 18.89 |
| Variance | 0.003580365178 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.17 | 13 | 11.8% | |
| 0.2 | 12 | 10.9% | |
| 0.12 | 9 | 8.2% | |
| 0.16 | 9 | 8.2% | |
| 0.22 | 8 | 7.3% | |
| 0.18 | 8 | 7.3% | |
| 0.09 | 6 | 5.5% | |
| 0.1 | 5 | 4.5% | |
| 0.15 | 5 | 4.5% | |
| 0.11 | 5 | 4.5% | |
| Other values (14) | 28 | 25.5% |
| Value | Count | Frequency (%) | |
| 0.07 | 2 | 1.8% | |
| 0.08 | 2 | 1.8% | |
| 0.09 | 6 | 5.5% | |
| 0.1 | 5 | 4.5% | |
| 0.11 | 5 | 4.5% |
| Value | Count | Frequency (%) | |
| 0.32 | 2 | 1.8% | |
| 0.31 | 2 | 1.8% | |
| 0.3 | 1 | 0.9% | |
| 0.29 | 2 | 1.8% | |
| 0.28 | 2 | 1.8% |
| Distinct | 34 |
|---|---|
| Distinct (%) | 31.5% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2863888889 |
|---|---|
| Minimum | 0.11 |
| Maximum | 0.48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 0.11 |
|---|---|
| 5-th percentile | 0.15 |
| Q1 | 0.21 |
| median | 0.29 |
| Q3 | 0.34 |
| 95-th percentile | 0.4365 |
| Maximum | 0.48 |
| Range | 0.37 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.08758929578 |
|---|---|
| Coefficient of variation (CV) | 0.305840412 |
| Kurtosis | -0.4492564514 |
| Mean | 0.2863888889 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | 0.06780630737 |
| Sum | 30.93 |
| Variance | 0.007671884735 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.29 | 11 | 10.0% | |
| 0.28 | 8 | 7.3% | |
| 0.32 | 7 | 6.4% | |
| 0.37 | 7 | 6.4% | |
| 0.3 | 7 | 6.4% | |
| 0.2 | 5 | 4.5% | |
| 0.31 | 5 | 4.5% | |
| 0.19 | 5 | 4.5% | |
| 0.27 | 4 | 3.6% | |
| 0.15 | 4 | 3.6% | |
| Other values (24) | 45 | 40.9% |
| Value | Count | Frequency (%) | |
| 0.11 | 1 | 0.9% | |
| 0.12 | 2 | 1.8% | |
| 0.13 | 1 | 0.9% | |
| 0.14 | 1 | 0.9% | |
| 0.15 | 4 | 3.6% |
| Value | Count | Frequency (%) | |
| 0.48 | 2 | 1.8% | |
| 0.46 | 2 | 1.8% | |
| 0.45 | 1 | 0.9% | |
| 0.44 | 1 | 0.9% | |
| 0.43 | 3 | 2.7% |
| Distinct | 60 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.266851852 |
|---|---|
| Minimum | 0.7 |
| Maximum | 1.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 0.7 |
|---|---|
| 5-th percentile | 0.87 |
| Q1 | 1.1475 |
| median | 1.285 |
| Q3 | 1.44 |
| 95-th percentile | 1.553 |
| Maximum | 1.7 |
| Range | 1 |
| Interquartile range (IQR) | 0.2925 |
Descriptive statistics
| Standard deviation | 0.2236680123 |
|---|---|
| Coefficient of variation (CV) | 0.1765541977 |
| Kurtosis | -0.5210711921 |
| Mean | 1.266851852 |
| Median Absolute Deviation (MAD) | 0.155 |
| Skewness | -0.424123981 |
| Sum | 136.82 |
| Variance | 0.05002737972 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.25 | 6 | 5.5% | |
| 1.44 | 6 | 5.5% | |
| 1.36 | 5 | 4.5% | |
| 1.27 | 5 | 4.5% | |
| 1.53 | 3 | 2.7% | |
| 1.45 | 3 | 2.7% | |
| 1.52 | 3 | 2.7% | |
| 1.33 | 3 | 2.7% | |
| 1.16 | 3 | 2.7% | |
| 0.95 | 3 | 2.7% | |
| Other values (50) | 68 | 61.8% |
| Value | Count | Frequency (%) | |
| 0.7 | 1 | 0.9% | |
| 0.8 | 1 | 0.9% | |
| 0.85 | 1 | 0.9% | |
| 0.86 | 2 | 1.8% | |
| 0.87 | 2 | 1.8% |
| Value | Count | Frequency (%) | |
| 1.7 | 2 | 1.8% | |
| 1.66 | 1 | 0.9% | |
| 1.65 | 1 | 0.9% | |
| 1.58 | 1 | 0.9% | |
| 1.56 | 1 | 0.9% |
year
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2017.545455 |
|---|---|
| Minimum | 2015 |
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 2015 |
|---|---|
| 5-th percentile | 2015 |
| Q1 | 2016 |
| median | 2018 |
| Q3 | 2019 |
| 95-th percentile | 2020 |
| Maximum | 2020 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.722151224 |
|---|---|
| Coefficient of variation (CV) | 0.0008535873231 |
| Kurtosis | -1.282116842 |
| Mean | 2017.545455 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | -0.0454498217 |
| Sum | 221930 |
| Variance | 2.965804837 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2018 | 19 | 17.3% | |
| 2019 | 19 | 17.3% | |
| 2020 | 19 | 17.3% | |
| 2015 | 18 | 16.4% | |
| 2016 | 18 | 16.4% | |
| 2017 | 17 | 15.5% |
| Value | Count | Frequency (%) | |
| 2015 | 18 | 16.4% | |
| 2016 | 18 | 16.4% | |
| 2017 | 17 | 15.5% | |
| 2018 | 19 | 17.3% | |
| 2019 | 19 | 17.3% |
| Value | Count | Frequency (%) | |
| 2020 | 19 | 17.3% | |
| 2019 | 19 | 17.3% | |
| 2018 | 19 | 17.3% | |
| 2017 | 17 | 15.5% | |
| 2016 | 18 | 16.4% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 18.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 880.0 B |
| AUS | 6 |
|---|---|
| BEL | 6 |
| HUN | 6 |
| EU AVERAGE | 6 |
| USA | 6 |
| Other values (15) |
| Value | Count | Frequency (%) | |
| AUS | 6 | 5.5% | |
| BEL | 6 | 5.5% | |
| HUN | 6 | 5.5% | |
| EU AVERAGE | 6 | 5.5% | |
| USA | 6 | 5.5% | |
| SWE | 6 | 5.5% | |
| SPA | 6 | 5.5% | |
| NL | 6 | 5.5% | |
| ITA | 6 | 5.5% | |
| IRE | 6 | 5.5% | |
| Other values (10) | 50 | 45.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 3 |
| Mean length | 3.763636364 |
| Min length | 2 |
| Distinct | 87 |
|---|---|
| Distinct (%) | 95.6% |
| Missing | 19 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 236.9135165 |
|---|---|
| Minimum | 147.56 |
| Maximum | 289 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 147.56 |
|---|---|
| 5-th percentile | 174.76 |
| Q1 | 222.495 |
| median | 242.87 |
| Q3 | 261.06 |
| 95-th percentile | 276.74 |
| Maximum | 289 |
| Range | 141.44 |
| Interquartile range (IQR) | 38.565 |
Descriptive statistics
| Standard deviation | 31.91333484 |
|---|---|
| Coefficient of variation (CV) | 0.1347045762 |
| Kurtosis | 0.0232974851 |
| Mean | 236.9135165 |
| Median Absolute Deviation (MAD) | 19.77 |
| Skewness | -0.8110954145 |
| Sum | 21559.13 |
| Variance | 1018.460941 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 265 | 2 | 1.8% | |
| 208 | 2 | 1.8% | |
| 259 | 2 | 1.8% | |
| 248.1 | 2 | 1.8% | |
| 237.32 | 1 | 0.9% | |
| 269 | 1 | 0.9% | |
| 269.49 | 1 | 0.9% | |
| 284 | 1 | 0.9% | |
| 250.93 | 1 | 0.9% | |
| 254.65 | 1 | 0.9% | |
| Other values (77) | 77 | 70.0% | |
| (Missing) | 19 | 17.3% |
| Value | Count | Frequency (%) | |
| 147.56 | 1 | 0.9% | |
| 162.82 | 1 | 0.9% | |
| 167.01 | 1 | 0.9% | |
| 170.71 | 1 | 0.9% | |
| 173.12 | 1 | 0.9% |
| Value | Count | Frequency (%) | |
| 289 | 1 | 0.9% | |
| 284 | 1 | 0.9% | |
| 281.7 | 1 | 0.9% | |
| 281 | 1 | 0.9% | |
| 278.48 | 1 | 0.9% |
| Distinct | 90 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 19 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 365.5004396 |
|---|---|
| Minimum | 283 |
| Maximum | 641.27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 283 |
|---|---|
| 5-th percentile | 300.45 |
| Q1 | 328.015 |
| median | 358.9 |
| Q3 | 383.78 |
| 95-th percentile | 455.345 |
| Maximum | 641.27 |
| Range | 358.27 |
| Interquartile range (IQR) | 55.765 |
Descriptive statistics
| Standard deviation | 58.3563196 |
|---|---|
| Coefficient of variation (CV) | 0.1596614211 |
| Kurtosis | 7.365900932 |
| Mean | 365.5004396 |
| Median Absolute Deviation (MAD) | 27.7 |
| Skewness | 2.163530868 |
| Sum | 33260.54 |
| Variance | 3405.460038 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 370 | 2 | 1.8% | |
| 339.6 | 1 | 0.9% | |
| 367.3 | 1 | 0.9% | |
| 398.25 | 1 | 0.9% | |
| 354.32 | 1 | 0.9% | |
| 306.22 | 1 | 0.9% | |
| 329 | 1 | 0.9% | |
| 344.3 | 1 | 0.9% | |
| 366.52 | 1 | 0.9% | |
| 333 | 1 | 0.9% | |
| Other values (80) | 80 | 72.7% | |
| (Missing) | 19 | 17.3% |
| Value | Count | Frequency (%) | |
| 283 | 1 | 0.9% | |
| 286 | 1 | 0.9% | |
| 297.7 | 1 | 0.9% | |
| 298.26 | 1 | 0.9% | |
| 300 | 1 | 0.9% |
| Value | Count | Frequency (%) | |
| 641.27 | 1 | 0.9% | |
| 603.98 | 1 | 0.9% | |
| 514.02 | 1 | 0.9% | |
| 481.18 | 1 | 0.9% | |
| 461.7 | 1 | 0.9% |
| Distinct | 85 |
|---|---|
| Distinct (%) | 93.4% |
| Missing | 19 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 231.1632967 |
|---|---|
| Minimum | 144.77 |
| Maximum | 289.31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 144.77 |
|---|---|
| 5-th percentile | 159.385 |
| Q1 | 215.44 |
| median | 236.49 |
| Q3 | 252.32 |
| 95-th percentile | 272.73 |
| Maximum | 289.31 |
| Range | 144.54 |
| Interquartile range (IQR) | 36.88 |
Descriptive statistics
| Standard deviation | 32.79397431 |
|---|---|
| Coefficient of variation (CV) | 0.1418649707 |
| Kurtosis | 0.414263232 |
| Mean | 231.1632967 |
| Median Absolute Deviation (MAD) | 17.79 |
| Skewness | -0.8208645407 |
| Sum | 21035.86 |
| Variance | 1075.444751 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 257 | 2 | 1.8% | |
| 270.49 | 2 | 1.8% | |
| 261 | 2 | 1.8% | |
| 289.31 | 2 | 1.8% | |
| 243 | 2 | 1.8% | |
| 272.73 | 2 | 1.8% | |
| 159.9 | 1 | 0.9% | |
| 269 | 1 | 0.9% | |
| 224.6 | 1 | 0.9% | |
| 236.31 | 1 | 0.9% | |
| Other values (75) | 75 | 68.2% | |
| (Missing) | 19 | 17.3% |
| Value | Count | Frequency (%) | |
| 144.77 | 1 | 0.9% | |
| 150.19 | 1 | 0.9% | |
| 154.5 | 1 | 0.9% | |
| 158.09 | 1 | 0.9% | |
| 158.87 | 1 | 0.9% |
| Value | Count | Frequency (%) | |
| 289.31 | 2 | 1.8% | |
| 285.62 | 1 | 0.9% | |
| 280 | 1 | 0.9% | |
| 272.73 | 2 | 1.8% | |
| 272 | 1 | 0.9% |
| Distinct | 91 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 19 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 244.5559341 |
|---|---|
| Minimum | 169.88 |
| Maximum | 308.27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 169.88 |
|---|---|
| 5-th percentile | 183.205 |
| Q1 | 226.24 |
| median | 249.46 |
| Q3 | 264.05 |
| 95-th percentile | 294.895 |
| Maximum | 308.27 |
| Range | 138.39 |
| Interquartile range (IQR) | 37.81 |
Descriptive statistics
| Standard deviation | 31.92075239 |
|---|---|
| Coefficient of variation (CV) | 0.1305253643 |
| Kurtosis | -0.08846038267 |
| Mean | 244.5559341 |
| Median Absolute Deviation (MAD) | 18.15 |
| Skewness | -0.5063431927 |
| Sum | 22254.59 |
| Variance | 1018.934433 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 176.81 | 1 | 0.9% | |
| 266.47 | 1 | 0.9% | |
| 297.67 | 1 | 0.9% | |
| 252.23 | 1 | 0.9% | |
| 273.57 | 1 | 0.9% | |
| 278.76 | 1 | 0.9% | |
| 240.04 | 1 | 0.9% | |
| 255.65 | 1 | 0.9% | |
| 230.36 | 1 | 0.9% | |
| 250.54 | 1 | 0.9% | |
| Other values (81) | 81 | 73.6% | |
| (Missing) | 19 | 17.3% |
| Value | Count | Frequency (%) | |
| 169.88 | 1 | 0.9% | |
| 171.61 | 1 | 0.9% | |
| 173.84 | 1 | 0.9% | |
| 176.81 | 1 | 0.9% | |
| 182.53 | 1 | 0.9% |
| Value | Count | Frequency (%) | |
| 308.27 | 1 | 0.9% | |
| 304.02 | 1 | 0.9% | |
| 301.46 | 1 | 0.9% | |
| 297.67 | 1 | 0.9% | |
| 295.72 | 1 | 0.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Memory size | 242.0 B |
| both | |
|---|---|
| left_only |
| Value | Count | Frequency (%) | |
| both | 91 | 82.7% | |
| left_only | 17 | 15.5% | |
| (Missing) | 2 | 1.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 9 |
|---|---|
| Median length | 4 |
| Mean length | 4.754545455 |
| Min length | 3 |
| Distinct | 102 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.65037037 |
|---|---|
| Minimum | 23.22 |
| Maximum | 33.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 23.22 |
|---|---|
| 5-th percentile | 24.387 |
| Q1 | 25.74 |
| median | 27.47 |
| Q3 | 29.16 |
| 95-th percentile | 31.867 |
| Maximum | 33.89 |
| Range | 10.67 |
| Interquartile range (IQR) | 3.42 |
Descriptive statistics
| Standard deviation | 2.323033758 |
|---|---|
| Coefficient of variation (CV) | 0.0840145621 |
| Kurtosis | -0.009116792624 |
| Mean | 27.65037037 |
| Median Absolute Deviation (MAD) | 1.73 |
| Skewness | 0.5129169506 |
| Sum | 2986.24 |
| Variance | 5.396485843 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 25.34 | 3 | 2.7% | |
| 30.1 | 2 | 1.8% | |
| 25.74 | 2 | 1.8% | |
| 27.45 | 2 | 1.8% | |
| 24.9 | 2 | 1.8% | |
| 25.27 | 1 | 0.9% | |
| 24.12 | 1 | 0.9% | |
| 29.95 | 1 | 0.9% | |
| 29.37 | 1 | 0.9% | |
| 28.47 | 1 | 0.9% | |
| Other values (92) | 92 | 83.6% | |
| (Missing) | 2 | 1.8% |
| Value | Count | Frequency (%) | |
| 23.22 | 1 | 0.9% | |
| 23.92 | 1 | 0.9% | |
| 23.99 | 1 | 0.9% | |
| 24.12 | 1 | 0.9% | |
| 24.3 | 1 | 0.9% |
| Value | Count | Frequency (%) | |
| 33.89 | 1 | 0.9% | |
| 33.6 | 1 | 0.9% | |
| 33.57 | 1 | 0.9% | |
| 33.29 | 1 | 0.9% | |
| 32.1 | 1 | 0.9% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 92.6% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.81768519 |
|---|---|
| Minimum | 22.28 |
| Maximum | 32.67 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 22.28 |
|---|---|
| 5-th percentile | 23.583 |
| Q1 | 24.985 |
| median | 26.73 |
| Q3 | 28.2625 |
| 95-th percentile | 30.8935 |
| Maximum | 32.67 |
| Range | 10.39 |
| Interquartile range (IQR) | 3.2775 |
Descriptive statistics
| Standard deviation | 2.25917552 |
|---|---|
| Coefficient of variation (CV) | 0.08424200316 |
| Kurtosis | -0.0894918437 |
| Mean | 26.81768519 |
| Median Absolute Deviation (MAD) | 1.655 |
| Skewness | 0.4574557449 |
| Sum | 2896.31 |
| Variance | 5.103874031 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 24.83 | 3 | 2.7% | |
| 27.17 | 2 | 1.8% | |
| 24.15 | 2 | 1.8% | |
| 23.46 | 2 | 1.8% | |
| 26.73 | 2 | 1.8% | |
| 25.4 | 2 | 1.8% | |
| 28.74 | 2 | 1.8% | |
| 26.37 | 1 | 0.9% | |
| 28.99 | 1 | 0.9% | |
| 27.49 | 1 | 0.9% | |
| Other values (90) | 90 | 81.8% | |
| (Missing) | 2 | 1.8% |
| Value | Count | Frequency (%) | |
| 22.28 | 1 | 0.9% | |
| 23.17 | 1 | 0.9% | |
| 23.27 | 1 | 0.9% | |
| 23.46 | 2 | 1.8% | |
| 23.52 | 1 | 0.9% |
| Value | Count | Frequency (%) | |
| 32.67 | 1 | 0.9% | |
| 32.49 | 1 | 0.9% | |
| 32.39 | 1 | 0.9% | |
| 32.26 | 1 | 0.9% | |
| 31.32 | 1 | 0.9% |
| Distinct | 103 |
|---|---|
| Distinct (%) | 95.4% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.04277778 |
|---|---|
| Minimum | 21.57 |
| Maximum | 31.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 21.57 |
|---|---|
| 5-th percentile | 22.937 |
| Q1 | 24.2725 |
| median | 25.795 |
| Q3 | 27.38 |
| 95-th percentile | 29.996 |
| Maximum | 31.56 |
| Range | 9.99 |
| Interquartile range (IQR) | 3.1075 |
Descriptive statistics
| Standard deviation | 2.196073315 |
|---|---|
| Coefficient of variation (CV) | 0.08432561742 |
| Kurtosis | -0.2353977857 |
| Mean | 26.04277778 |
| Median Absolute Deviation (MAD) | 1.595 |
| Skewness | 0.4279612546 |
| Sum | 2812.62 |
| Variance | 4.822738006 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 23.96 | 3 | 2.7% | |
| 25.06 | 3 | 2.7% | |
| 26.8 | 2 | 1.8% | |
| 23.31 | 1 | 0.9% | |
| 25.95 | 1 | 0.9% | |
| 25.54 | 1 | 0.9% | |
| 28.21 | 1 | 0.9% | |
| 27.47 | 1 | 0.9% | |
| 27.04 | 1 | 0.9% | |
| 31.29 | 1 | 0.9% | |
| Other values (93) | 93 | 84.5% | |
| (Missing) | 2 | 1.8% |
| Value | Count | Frequency (%) | |
| 21.57 | 1 | 0.9% | |
| 22.44 | 1 | 0.9% | |
| 22.64 | 1 | 0.9% | |
| 22.78 | 1 | 0.9% | |
| 22.92 | 1 | 0.9% |
| Value | Count | Frequency (%) | |
| 31.56 | 1 | 0.9% | |
| 31.42 | 1 | 0.9% | |
| 31.29 | 1 | 0.9% | |
| 31.26 | 1 | 0.9% | |
| 30.38 | 1 | 0.9% |
| Distinct | 25 |
|---|---|
| Distinct (%) | 23.1% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.308703704 |
|---|---|
| Minimum | 2.2 |
| Maximum | 2.47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 2.2 |
|---|---|
| 5-th percentile | 2.22 |
| Q1 | 2.2675 |
| median | 2.3 |
| Q3 | 2.34 |
| 95-th percentile | 2.41 |
| Maximum | 2.47 |
| Range | 0.27 |
| Interquartile range (IQR) | 0.0725 |
Descriptive statistics
| Standard deviation | 0.06035862593 |
|---|---|
| Coefficient of variation (CV) | 0.02614394642 |
| Kurtosis | -0.3988941214 |
| Mean | 2.308703704 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | 0.3773491803 |
| Sum | 249.34 |
| Variance | 0.003643163724 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2.3 | 13 | 11.8% | |
| 2.34 | 9 | 8.2% | |
| 2.33 | 8 | 7.3% | |
| 2.23 | 8 | 7.3% | |
| 2.29 | 8 | 7.3% | |
| 2.25 | 6 | 5.5% | |
| 2.27 | 6 | 5.5% | |
| 2.22 | 6 | 5.5% | |
| 2.36 | 5 | 4.5% | |
| 2.41 | 5 | 4.5% | |
| Other values (15) | 34 | 30.9% |
| Value | Count | Frequency (%) | |
| 2.2 | 1 | 0.9% | |
| 2.21 | 1 | 0.9% | |
| 2.22 | 6 | 5.5% | |
| 2.23 | 8 | 7.3% | |
| 2.24 | 3 | 2.7% |
| Value | Count | Frequency (%) | |
| 2.47 | 1 | 0.9% | |
| 2.44 | 2 | 1.8% | |
| 2.43 | 2 | 1.8% | |
| 2.41 | 5 | 4.5% | |
| 2.4 | 1 | 0.9% |
| Distinct | 42 |
|---|---|
| Distinct (%) | 38.9% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.013425926 |
|---|---|
| Minimum | 1.9 |
| Maximum | 5.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 1.9 |
|---|---|
| 5-th percentile | 1.935 |
| Q1 | 2.3 |
| median | 2.95 |
| Q3 | 3.6 |
| 95-th percentile | 4.6 |
| Maximum | 5.2 |
| Range | 3.3 |
| Interquartile range (IQR) | 1.3 |
Descriptive statistics
| Standard deviation | 0.8406007665 |
|---|---|
| Coefficient of variation (CV) | 0.2789518598 |
| Kurtosis | -0.5094254701 |
| Mean | 3.013425926 |
| Median Absolute Deviation (MAD) | 0.65 |
| Skewness | 0.5652608115 |
| Sum | 325.45 |
| Variance | 0.7066096487 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 14 | 12.7% | |
| 3 | 9 | 8.2% | |
| 1.9 | 6 | 5.5% | |
| 3.1 | 6 | 5.5% | |
| 3.2 | 6 | 5.5% | |
| 2.8 | 5 | 4.5% | |
| 4 | 4 | 3.6% | |
| 4.1 | 4 | 3.6% | |
| 2.4 | 4 | 3.6% | |
| 4.6 | 4 | 3.6% | |
| Other values (32) | 46 | 41.8% |
| Value | Count | Frequency (%) | |
| 1.9 | 6 | 5.5% | |
| 2 | 14 | 12.7% | |
| 2.08 | 1 | 0.9% | |
| 2.1 | 1 | 0.9% | |
| 2.2 | 4 | 3.6% |
| Value | Count | Frequency (%) | |
| 5.2 | 1 | 0.9% | |
| 5 | 1 | 0.9% | |
| 4.8 | 1 | 0.9% | |
| 4.6 | 4 | 3.6% | |
| 4.5 | 1 | 0.9% |
| Distinct | 50 |
|---|---|
| Distinct (%) | 46.3% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.89 |
|---|---|
| Minimum | 1.5 |
| Maximum | 5.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 1.7 |
| Q1 | 2.4 |
| median | 2.76 |
| Q3 | 3.425 |
| 95-th percentile | 4.36 |
| Maximum | 5.3 |
| Range | 3.8 |
| Interquartile range (IQR) | 1.025 |
Descriptive statistics
| Standard deviation | 0.7889600395 |
|---|---|
| Coefficient of variation (CV) | 0.2729965535 |
| Kurtosis | 0.4746630062 |
| Mean | 2.89 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.6721494674 |
| Sum | 312.12 |
| Variance | 0.6224579439 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2.5 | 12 | 10.9% | |
| 2.7 | 7 | 6.4% | |
| 2.2 | 6 | 5.5% | |
| 3.5 | 6 | 5.5% | |
| 2.8 | 4 | 3.6% | |
| 2.3 | 4 | 3.6% | |
| 1.7 | 4 | 3.6% | |
| 3.2 | 4 | 3.6% | |
| 2.6 | 3 | 2.7% | |
| 3.7 | 3 | 2.7% | |
| Other values (40) | 55 | 50.0% |
| Value | Count | Frequency (%) | |
| 1.5 | 2 | 1.8% | |
| 1.6 | 1 | 0.9% | |
| 1.7 | 4 | 3.6% | |
| 1.74 | 1 | 0.9% | |
| 1.8 | 2 | 1.8% |
| Value | Count | Frequency (%) | |
| 5.3 | 1 | 0.9% | |
| 5.01 | 1 | 0.9% | |
| 4.92 | 1 | 0.9% | |
| 4.7 | 1 | 0.9% | |
| 4.64 | 1 | 0.9% |
| Distinct | 78 |
|---|---|
| Distinct (%) | 72.2% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 830.4074074 |
|---|---|
| Minimum | 667 |
| Maximum | 1030 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 667 |
|---|---|
| 5-th percentile | 688.05 |
| Q1 | 803 |
| median | 830 |
| Q3 | 876 |
| 95-th percentile | 972.65 |
| Maximum | 1030 |
| Range | 363 |
| Interquartile range (IQR) | 73 |
Descriptive statistics
| Standard deviation | 86.4614913 |
|---|---|
| Coefficient of variation (CV) | 0.1041193642 |
| Kurtosis | -0.4369885859 |
| Mean | 830.4074074 |
| Median Absolute Deviation (MAD) | 36 |
| Skewness | -0.03047379698 |
| Sum | 89684 |
| Variance | 7475.589477 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 820 | 4 | 3.6% | |
| 860 | 4 | 3.6% | |
| 866 | 4 | 3.6% | |
| 831 | 3 | 2.7% | |
| 876 | 3 | 2.7% | |
| 810 | 3 | 2.7% | |
| 880 | 3 | 2.7% | |
| 687 | 2 | 1.8% | |
| 694 | 2 | 1.8% | |
| 706 | 2 | 1.8% | |
| Other values (68) | 78 | 70.9% |
| Value | Count | Frequency (%) | |
| 667 | 1 | 0.9% | |
| 678 | 1 | 0.9% | |
| 680 | 1 | 0.9% | |
| 682 | 1 | 0.9% | |
| 687 | 2 | 1.8% |
| Value | Count | Frequency (%) | |
| 1030 | 1 | 0.9% | |
| 1010 | 1 | 0.9% | |
| 991 | 1 | 0.9% | |
| 980 | 1 | 0.9% | |
| 975 | 1 | 0.9% |
| Distinct | 47 |
|---|---|
| Distinct (%) | 43.5% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.790648148 |
|---|---|
| Minimum | 2.41 |
| Maximum | 3.85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 2.41 |
|---|---|
| 5-th percentile | 2.48 |
| Q1 | 2.63 |
| median | 2.73 |
| Q3 | 2.85 |
| 95-th percentile | 3.577 |
| Maximum | 3.85 |
| Range | 1.44 |
| Interquartile range (IQR) | 0.22 |
Descriptive statistics
| Standard deviation | 0.288292664 |
|---|---|
| Coefficient of variation (CV) | 0.1033067046 |
| Kurtosis | 5.17352947 |
| Mean | 2.790648148 |
| Median Absolute Deviation (MAD) | 0.115 |
| Skewness | 2.147871124 |
| Sum | 301.39 |
| Variance | 0.08311266009 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2.6 | 9 | 8.2% | |
| 2.7 | 5 | 4.5% | |
| 2.83 | 4 | 3.6% | |
| 2.79 | 4 | 3.6% | |
| 2.69 | 4 | 3.6% | |
| 2.68 | 4 | 3.6% | |
| 2.86 | 4 | 3.6% | |
| 2.72 | 3 | 2.7% | |
| 2.75 | 3 | 2.7% | |
| 3 | 3 | 2.7% | |
| Other values (37) | 65 | 59.1% |
| Value | Count | Frequency (%) | |
| 2.41 | 1 | 0.9% | |
| 2.44 | 2 | 1.8% | |
| 2.46 | 2 | 1.8% | |
| 2.48 | 3 | 2.7% | |
| 2.5 | 3 | 2.7% |
| Value | Count | Frequency (%) | |
| 3.85 | 1 | 0.9% | |
| 3.79 | 1 | 0.9% | |
| 3.75 | 1 | 0.9% | |
| 3.74 | 2 | 1.8% | |
| 3.71 | 1 | 0.9% |
| Distinct | 26 |
|---|---|
| Distinct (%) | 24.1% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 121.1111111 |
|---|---|
| Minimum | 106 |
| Maximum | 170 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 106 |
|---|---|
| 5-th percentile | 109 |
| Q1 | 113 |
| median | 120 |
| Q3 | 122 |
| 95-th percentile | 154.7 |
| Maximum | 170 |
| Range | 64 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 13.14358757 |
|---|---|
| Coefficient of variation (CV) | 0.1085250349 |
| Kurtosis | 8.137114346 |
| Mean | 121.1111111 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.728206432 |
| Sum | 13080 |
| Variance | 172.7538941 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 122 | 14 | 12.7% | |
| 121 | 13 | 11.8% | |
| 120 | 10 | 9.1% | |
| 110 | 9 | 8.2% | |
| 123 | 8 | 7.3% | |
| 113 | 5 | 4.5% | |
| 109 | 5 | 4.5% | |
| 170 | 5 | 4.5% | |
| 119 | 4 | 3.6% | |
| 128 | 4 | 3.6% | |
| Other values (16) | 31 | 28.2% |
| Value | Count | Frequency (%) | |
| 106 | 1 | 0.9% | |
| 107 | 1 | 0.9% | |
| 108 | 1 | 0.9% | |
| 109 | 5 | 4.5% | |
| 110 | 9 | 8.2% |
| Value | Count | Frequency (%) | |
| 170 | 5 | 4.5% | |
| 168 | 1 | 0.9% | |
| 130 | 2 | 1.8% | |
| 129 | 1 | 0.9% | |
| 128 | 4 | 3.6% |
| Distinct | 71 |
|---|---|
| Distinct (%) | 65.7% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.90259259 |
|---|---|
| Minimum | 81 |
| Maximum | 137 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 81 |
|---|---|
| 5-th percentile | 82.105 |
| Q1 | 86.675 |
| median | 91.3 |
| Q3 | 94.4 |
| 95-th percentile | 123.765 |
| Maximum | 137 |
| Range | 56 |
| Interquartile range (IQR) | 7.725 |
Descriptive statistics
| Standard deviation | 11.58208158 |
|---|---|
| Coefficient of variation (CV) | 0.124669089 |
| Kurtosis | 8.845318745 |
| Mean | 92.90259259 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | 2.896510214 |
| Sum | 10033.48 |
| Variance | 134.1446138 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 83 | 4 | 3.6% | |
| 89.8 | 4 | 3.6% | |
| 88.2 | 3 | 2.7% | |
| 93 | 3 | 2.7% | |
| 82 | 3 | 2.7% | |
| 136.6 | 3 | 2.7% | |
| 89.6 | 3 | 2.7% | |
| 90.3 | 2 | 1.8% | |
| 85.8 | 2 | 1.8% | |
| 90.7 | 2 | 1.8% | |
| Other values (61) | 79 | 71.8% |
| Value | Count | Frequency (%) | |
| 81 | 1 | 0.9% | |
| 81.2 | 1 | 0.9% | |
| 81.9 | 1 | 0.9% | |
| 82 | 3 | 2.7% | |
| 82.3 | 1 | 0.9% |
| Value | Count | Frequency (%) | |
| 137 | 1 | 0.9% | |
| 136.6 | 3 | 2.7% | |
| 136.5 | 1 | 0.9% | |
| 135 | 1 | 0.9% | |
| 102.9 | 1 | 0.9% |
| Distinct | 105 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2412.296296 |
|---|---|
| Minimum | 1793 |
| Maximum | 3214 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 880.0 B |
Quantile statistics
| Minimum | 1793 |
|---|---|
| 5-th percentile | 1988.9 |
| Q1 | 2223.25 |
| median | 2369 |
| Q3 | 2578.5 |
| 95-th percentile | 3048.65 |
| Maximum | 3214 |
| Range | 1421 |
| Interquartile range (IQR) | 355.25 |
Descriptive statistics
| Standard deviation | 294.3858254 |
|---|---|
| Coefficient of variation (CV) | 0.1220355169 |
| Kurtosis | 0.5930386429 |
| Mean | 2412.296296 |
| Median Absolute Deviation (MAD) | 175 |
| Skewness | 0.6711220699 |
| Sum | 260528 |
| Variance | 86663.01419 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2571 | 2 | 1.8% | |
| 2369 | 2 | 1.8% | |
| 2531 | 2 | 1.8% | |
| 2187 | 1 | 0.9% | |
| 2703 | 1 | 0.9% | |
| 1887 | 1 | 0.9% | |
| 2152 | 1 | 0.9% | |
| 2665 | 1 | 0.9% | |
| 2538 | 1 | 0.9% | |
| 2473 | 1 | 0.9% | |
| Other values (95) | 95 | 86.4% | |
| (Missing) | 2 | 1.8% |
| Value | Count | Frequency (%) | |
| 1793 | 1 | 0.9% | |
| 1868 | 1 | 0.9% | |
| 1887 | 1 | 0.9% | |
| 1901 | 1 | 0.9% | |
| 1941 | 1 | 0.9% |
| Value | Count | Frequency (%) | |
| 3214 | 1 | 0.9% | |
| 3187 | 1 | 0.9% | |
| 3169 | 1 | 0.9% | |
| 3132 | 1 | 0.9% | |
| 3128 | 1 | 0.9% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 2 |
| Missing (%) | 1.8% |
| Memory size | 880.0 B |
| AUS | 6 |
|---|---|
| IRE | 6 |
| HUN | 6 |
| USA | 6 |
| SWE | 6 |
| Other values (16) |
| Value | Count | Frequency (%) | |
| AUS | 6 | 5.5% | |
| IRE | 6 | 5.5% | |
| HUN | 6 | 5.5% | |
| USA | 6 | 5.5% | |
| SWE | 6 | 5.5% | |
| SPA | 6 | 5.5% | |
| NL | 6 | 5.5% | |
| BEL | 6 | 5.5% | |
| ITA | 6 | 5.5% | |
| GER | 6 | 5.5% | |
| Other values (11) | 48 | 43.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 3 |
| Mean length | 3.763636364 |
| Min length | 2 |
_merge_2
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 242.0 B |
| both | |
|---|---|
| left_only | 2 |
| right_only | 2 |
| Value | Count | Frequency (%) | |
| both | 106 | 96.4% | |
| left_only | 2 | 1.8% | |
| right_only | 2 | 1.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 4 |
| Mean length | 4.2 |
| Min length | 4 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| feed_gbpperkgcarc | othervariablecosts_gbpperkgcarc | totalvariablecosts_gbpperkgcarc | labour_gbpperkgcarc | depreciationandfinance_gbpperkgcarc | totalfixedcosts_gbpperkgcarc | total_gbpperkgcarc | year | country_upcase | sow_europertonne | rearer_europertonne | finisher_europertonne | averagefarmfeedprice_europertonne | _merge_1 | pigsweanedsowyear | pigsrearedsowyear | pigssoldsowyear | litterssowyear | rearingmortality | finishingmortality | finishingdailyliveweightgaingday | finishingfeedconversionratio | averageliveweightatslaughterkg | averagecarcaseweightcoldkg | carcasemeatproductionsowyearkg | country | _merge_2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.67 | 0.18 | 0.85 | 0.10 | 0.20 | 0.31 | 1.16 | 2015.0 | AUS | NaN | NaN | NaN | NaN | left_only | 24.40 | 23.71 | 23.31 | 2.30 | 2.80 | 1.70 | 778.0 | 2.95 | 120.0 | 93.8 | 2187.0 | AUS | both |
| 1 | 0.71 | 0.14 | 0.85 | 0.09 | 0.15 | 0.23 | 1.08 | 2015.0 | BEL | NaN | NaN | NaN | NaN | left_only | 28.40 | 27.43 | 26.61 | 2.33 | 3.40 | 3.00 | 678.0 | 2.86 | 113.0 | 91.2 | 2428.0 | BEL | both |
| 2 | 0.46 | 0.11 | 0.57 | 0.05 | 0.07 | 0.12 | 0.70 | 2015.0 | BRA_MT | NaN | NaN | NaN | NaN | left_only | 25.36 | 24.85 | 24.31 | 2.41 | 2.00 | 2.20 | 831.0 | 2.60 | 122.0 | 91.1 | 2215.0 | BRA_MT | both |
| 3 | 0.65 | 0.09 | 0.74 | 0.05 | 0.07 | 0.12 | 0.87 | 2015.0 | BRA_SC | NaN | NaN | NaN | NaN | left_only | 26.66 | 26.13 | 25.55 | 2.30 | 2.00 | 2.20 | 820.0 | 2.60 | 120.0 | 89.6 | 2289.0 | BRA_SC | both |
| 4 | 0.61 | 0.12 | 0.73 | 0.11 | 0.08 | 0.19 | 0.92 | 2015.0 | CAN | NaN | NaN | NaN | NaN | left_only | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | left_only |
| 5 | 0.63 | 0.18 | 0.81 | 0.10 | 0.15 | 0.25 | 1.06 | 2015.0 | DEN | NaN | NaN | NaN | NaN | left_only | 31.26 | 30.29 | 29.17 | 2.27 | 3.10 | 3.70 | 947.0 | 2.67 | 110.0 | 83.3 | 2429.0 | DEN | both |
| 6 | 0.61 | 0.22 | 0.83 | 0.13 | 0.21 | 0.35 | 1.18 | 2015.0 | FIN | NaN | NaN | NaN | NaN | left_only | 25.82 | 25.28 | 24.62 | 2.22 | 2.08 | 2.60 | 956.0 | 2.70 | 122.0 | 90.6 | 2230.0 | FIN | both |
| 7 | 0.66 | 0.18 | 0.84 | 0.10 | 0.16 | 0.26 | 1.10 | 2015.0 | FRA | NaN | NaN | NaN | NaN | left_only | 27.86 | 27.17 | 26.19 | 2.38 | 2.48 | 3.59 | 810.0 | 2.73 | 120.0 | 91.6 | 2398.0 | FRA | both |
| 8 | 0.65 | 0.22 | 0.87 | 0.10 | 0.17 | 0.28 | 1.15 | 2015.0 | GER | NaN | NaN | NaN | NaN | left_only | 28.64 | 27.90 | 27.17 | 2.34 | 2.60 | 2.60 | 817.0 | 2.82 | 122.0 | 94.1 | 2556.0 | GER | both |
| 9 | 0.81 | 0.22 | 1.02 | 0.13 | 0.17 | 0.30 | 1.33 | 2015.0 | GB | NaN | NaN | NaN | NaN | left_only | 24.38 | 23.70 | 23.05 | 2.27 | 2.79 | 2.74 | 817.0 | 2.69 | 106.0 | 81.0 | 1868.0 | GB | both |
Last rows
| feed_gbpperkgcarc | othervariablecosts_gbpperkgcarc | totalvariablecosts_gbpperkgcarc | labour_gbpperkgcarc | depreciationandfinance_gbpperkgcarc | totalfixedcosts_gbpperkgcarc | total_gbpperkgcarc | year | country_upcase | sow_europertonne | rearer_europertonne | finisher_europertonne | averagefarmfeedprice_europertonne | _merge_1 | pigsweanedsowyear | pigsrearedsowyear | pigssoldsowyear | litterssowyear | rearingmortality | finishingmortality | finishingdailyliveweightgaingday | finishingfeedconversionratio | averageliveweightatslaughterkg | averagecarcaseweightcoldkg | carcasemeatproductionsowyearkg | country | _merge_2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 100 | 0.80 | 0.18 | 0.97 | 0.09 | 0.20 | 0.30 | 1.27 | 2020.0 | HUN | 242.87 | 343.51 | 226.27 | 238.86 | both | 31.93 | 31.32 | 30.38 | 2.39 | 1.9 | 3.00 | 699.0 | 2.92 | 118.0 | 93.50 | 2841.0 | HUN | both |
| 101 | 0.96 | 0.24 | 1.20 | 0.14 | 0.22 | 0.36 | 1.56 | 2020.0 | IRE | 289.00 | 414.70 | 280.00 | 308.27 | both | 29.28 | 28.48 | 27.72 | 2.31 | 2.8 | 2.70 | 921.0 | 2.60 | 115.0 | 88.20 | 2445.0 | IRE | both |
| 102 | 1.11 | 0.22 | 1.33 | 0.15 | 0.22 | 0.37 | 1.70 | 2020.0 | ITA | 274.74 | 375.33 | 263.00 | 272.64 | both | 25.41 | 24.14 | 23.46 | 2.23 | 5.0 | 2.80 | 706.0 | 3.74 | 170.0 | 137.00 | 3214.0 | ITA | both |
| 103 | 0.80 | 0.32 | 1.12 | 0.12 | 0.17 | 0.29 | 1.41 | 2020.0 | NL | 270.40 | 369.20 | 251.55 | 264.91 | both | 30.82 | 30.11 | 29.36 | 2.34 | 2.3 | 2.50 | 866.0 | 2.56 | 125.0 | 97.40 | 2860.0 | NL | both |
| 104 | 0.84 | 0.22 | 1.07 | 0.09 | 0.12 | 0.21 | 1.27 | 2020.0 | SPA | 242.27 | 419.05 | 258.64 | 267.61 | both | 28.12 | 26.75 | 25.66 | 2.30 | 4.8 | 4.10 | 754.0 | 2.46 | 117.0 | 88.20 | 2264.0 | SPA | both |
| 105 | 0.88 | 0.18 | 1.05 | 0.15 | 0.31 | 0.46 | 1.52 | 2020.0 | SWE | 242.50 | 336.90 | 233.50 | 247.20 | both | 27.82 | 27.26 | 26.80 | 2.24 | 2.0 | 1.70 | 973.0 | 2.82 | 123.0 | 90.20 | 2416.0 | SWE | both |
| 106 | 0.64 | 0.13 | 0.77 | 0.07 | 0.12 | 0.19 | 0.96 | 2020.0 | USA | 176.40 | 433.26 | 158.87 | 182.53 | both | 27.29 | 26.03 | 24.65 | 2.40 | 4.6 | 5.30 | 853.0 | 2.75 | 129.0 | 94.20 | 2323.0 | USA | both |
| 107 | 0.85 | 0.24 | 1.09 | 0.13 | 0.21 | 0.34 | 1.43 | 2020.0 | EU AVERAGE | 258.64 | 356.31 | 249.20 | 263.34 | both | 29.61 | 28.71 | 27.92 | 2.30 | 3.1 | 2.70 | 850.0 | 2.79 | 124.0 | 96.28 | 2672.0 | EU average | both |
| 108 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2015.0 | HUN | NaN | NaN | NaN | NaN | NaN | 23.92 | 23.46 | 22.78 | 2.21 | 1.9 | 2.91 | 667.0 | 3.33 | 111.0 | 88.20 | 2010.0 | HUN | right_only |
| 109 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2016.0 | HUN | NaN | NaN | NaN | NaN | NaN | 24.91 | 24.43 | 23.62 | 2.23 | 1.9 | 3.31 | 704.0 | 3.23 | 113.0 | 89.60 | 2116.0 | HUN | right_only |